pick-history-modality-what-question-needs TEC-0159 · proposedPick history modality by what the question needs
Feed long dialogue history as transcripts for lexical-recall questions and as raw audio for paralinguistic questions, rather than one format for all.
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Feed long dialogue history as transcripts for lexical-recall questions and as raw audio for paralinguistic questions, rather than one format for all. Filed by the drafting stage from Vox-Infinity: Benchmarking the Limits of Long-Context Spoken Language Models (2609.22452) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Each model run twice on the same 13,516 QA pairs with text vs audio history; text won on Ultra Multi-Turn (71.3% vs 42.6% mean) and Personal Monologues, audio won on Beyond-Semantic for six of seven models, with the audio advantage rising from -0.6 to +6.6 points model-averaged when semantic emotion cues were controlled by synthesizing neutral text in emotional styles.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
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Sources
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